Biomedical Image Registration

Chapter 1 Unsupervised Non-correspondence Detection in Medical Images Using an Image Registration Convolutional Neural Network

Chapter 2 Weighted Metamorphosis for Registration of Images with Different Topologies

Chapter 3 LDDMM Meets GANs: Generative Adversarial Networks for Diffeomorphic Registration

Chapter 4 Towards a 4D Spatio-Temporal Atlas of the Embryonic and Fetal Brain Using a Deep Learning Approach for Groupwise Image Registration

Chapter 5 DeepSTAPLE: Learning to Predict Multimodal Registration Quality for Unsupervised Domain Adaptation

Chapter 6 A Method for Image Registration via Broken Geodesics

Chapter 7 Deformable Image Registration Uncertainty Quantification Using Deep Learning for Dose Accumulation in Adaptive Proton Therapy

Chapter 8 Distinct Structural Patterns of the Human Brain: A Caveat for Registration

Chapter 9 A Multi-organ Point Cloud Registration Algorithm for Abdominal CT Registration

Chapter 10 Voxelmorph++

Chapter 11 Unsupervised Learning of Diffeomorphic Image Registration via TransMorph

Chapter 12 SuperWarp: Supervised Learning and Warping on U-Net for Invariant Subvoxel-Precise Registration

Chapter 13 Learn to Fuse Input Features for Large-Deformation Registration with Differentiable Convex-Discrete Optimisation

Chapter 14 Multi-magnification Networks for Deformable Image Registration on Histopathology Images

Chapter 15 Realtime Optical Flow Estimation on Vein and Artery Ultrasound Sequences Based on Knowledge-Distillation

Chapter 16 Motion Correction in Low SNR MRI Using an Approximate Rician Log-Likelihood

Chapter 17 Cross-Sim-NGF: FFT-Based Global Rigid Multimodal Alignment of Image Volumes Using Normalized Gradient Fields

Chapter 18 Identifying Partial Mouse Brain Microscopy Images from the Allen Reference Atlas Using a Contrastively Learned Semantic Space

Chapter 19 Transformed Grid Distance Loss for Supervised Image Registration

Chapter 20 Deformable Lung CT Registration by Decomposing Large Deformation

Chapter 21 You only Look at Patches: A Patch-wise Framework for 3D Unsupervised Medical Image Registration

Chapter 22 Recent Developments of an Optimal Control Approach to Nonrigid Image Registration

Chapter 23 2D/3D Quasi-Intramodal Registration of Quantitative Magnetic Resonance Images

Chapter 24 Deep Learning-Based Longitudinal Intra-subject Registration of Pediatric Brain MR Images

Chapter 25 Real-Time Alignment for Connectomics

Chapter 26 Weak Bounding Box Supervision for Image Registration Networks